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@@ -31,7 +31,7 @@ license: apache-2.0
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  ## One Click Installer with automatic Download
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  <details>
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- <summary><strong>Linux:</strong></summary>
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  <ol>
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  <li>πŸ“¦ Download the one-click-install file <strong>install.sh</strong> to a folder where you want to install the lambda-mindlink-memotron project. <a href="https://huggingface.co/AIMindLink/lambda-mindlink-memotron/tree/main"><strong>Find the install.sh here</strong></a></li>
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  <li>Now right-click inside the folder and choose <strong>Open in Console</strong>, or open a terminal and `cd` into the folder.</li>
@@ -42,7 +42,7 @@ license: apache-2.0
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  </details>
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  <details>
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- <summary><strong>Windows:</strong></summary>
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  <ol>
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  <li>πŸ“¦ Download the one-click-install file <strong>install.bat</strong> to a folder where you want to install the lambda-mindlink-memotron project. <a href="https://huggingface.co/AIMindLink/lambda-mindlink-memotron/tree/main"><strong>Find the install.bat here</strong></a></li>
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  <li>Double-click <strong>install.bat</strong> (OR use powershell: <code>powershell -NoProfile -ExecutionPolicy Bypass -File install.ps1</code>)</li>
@@ -104,10 +104,6 @@ license: apache-2.0
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  - [unsloth/google_gemma-4-e4b-it-GGUF](https://huggingface.co/unsloth/gemma-4-E4B-it-GGUF) β€” balanced
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  - [unsloth/gemma-4-26B-A4B-it-GGUF](https://huggingface.co/unsloth/gemma-4-26B-A4B-it-GGUF) β€” efficient (recommended)
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- **Qwen3 (alternative swap-in):**
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- - Qwen3.5 or Qwen3.6
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- - [unsloth/Qwen3.6-35B-A3B-GGUF](https://huggingface.co/unsloth/Qwen3.6-35B-A3B-GGUF) β€” update `config.py` stop tokens to Qwen values (see comments in `config.py`)
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-
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  The `ai/` folder is excluded from git. GGUFs are never committed to this repository.
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  ---
@@ -419,16 +415,20 @@ To swap AIs, update the `_ALPHA_INTELLIGENCE_TO_LOAD`, and the `_MODEL_TYPE` at
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  ```
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  lambda-mindlink-memotron/
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- β”œβ”€β”€ .gitignore
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  β”œβ”€β”€ db/
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  β”œβ”€β”€ image/
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  β”œβ”€β”€ ai/
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  β”œβ”€β”€ ai-readme/
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  β”œβ”€β”€ prompt/
 
 
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  β”œβ”€β”€ main.py
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  β”œβ”€β”€ config.py
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- β”œβ”€β”€ requirements.txt
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- └── README.md
 
 
 
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  ```
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  ---
 
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  ## One Click Installer with automatic Download
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  <details>
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+ <summary><strong>Linux installation click here:</strong></summary>
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  <ol>
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  <li>πŸ“¦ Download the one-click-install file <strong>install.sh</strong> to a folder where you want to install the lambda-mindlink-memotron project. <a href="https://huggingface.co/AIMindLink/lambda-mindlink-memotron/tree/main"><strong>Find the install.sh here</strong></a></li>
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  <li>Now right-click inside the folder and choose <strong>Open in Console</strong>, or open a terminal and `cd` into the folder.</li>
 
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  </details>
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  <details>
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+ <summary><strong>Windows installation click here:</strong></summary>
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  <ol>
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  <li>πŸ“¦ Download the one-click-install file <strong>install.bat</strong> to a folder where you want to install the lambda-mindlink-memotron project. <a href="https://huggingface.co/AIMindLink/lambda-mindlink-memotron/tree/main"><strong>Find the install.bat here</strong></a></li>
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  <li>Double-click <strong>install.bat</strong> (OR use powershell: <code>powershell -NoProfile -ExecutionPolicy Bypass -File install.ps1</code>)</li>
 
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  - [unsloth/google_gemma-4-e4b-it-GGUF](https://huggingface.co/unsloth/gemma-4-E4B-it-GGUF) β€” balanced
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  - [unsloth/gemma-4-26B-A4B-it-GGUF](https://huggingface.co/unsloth/gemma-4-26B-A4B-it-GGUF) β€” efficient (recommended)
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  The `ai/` folder is excluded from git. GGUFs are never committed to this repository.
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  ---
 
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  ```
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  lambda-mindlink-memotron/
 
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  β”œβ”€β”€ db/
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  β”œβ”€β”€ image/
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  β”œβ”€β”€ ai/
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  β”œβ”€β”€ ai-readme/
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  β”œβ”€β”€ prompt/
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+ β”œβ”€β”€ .gitattributes
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+ β”œβ”€β”€ .gitignore
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  β”œβ”€β”€ main.py
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  β”œβ”€β”€ config.py
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+ β”œβ”€β”€ install.bat
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+ β”œβ”€β”€ install.ps1
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+ β”œβ”€β”€ install.sh
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+ β”œβ”€β”€ README.md
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+ └── requirements.txt
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  ```
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  ---